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Automation Risk Analysis

Will “Forestry Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #84 of 702. Estimated risk: 1.9%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

50%

“Forestry Engineer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

29%

“Forestry Engineer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 29% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Civil Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform engineering duties in planning, designing, and overseeing construction and maintenance of building structures and facilities, such as roads, railroads, airports, bridges, harbors, channels, dams, irrigation projects, pipelines, power plants, and water and sewage systems.

Avg. Annual Salary $107,050
Avg. Hourly Wage $51.47
Available Jobs (US) 355,410
Job Title & Hierarchy Code (SOC) Civil Engineers #17-2051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Civil Engineers”

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Core Skills & Abilities

  • Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.

  • Design or engineer systems to efficiently dispose of chemical, biological, or other toxic wastes.

  • Provide technical advice to industrial or managerial personnel regarding design, construction, program modifications, or structural repairs.

  • Direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.

  • Direct engineering activities, ensuring compliance with environmental, safety, or other governmental regulations.

  • Prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions.

  • Manage and direct the construction, operations, or maintenance activities at project site.

  • Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.

  • Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.

  • Develop or implement engineering solutions to clean up industrial accidents or other contaminated sites.

  • Conduct studies of traffic patterns or environmental conditions to identify engineering problems and assess potential project impact.

  • Design energy-efficient or environmentally sound civil structures.

  • Identify environmental risks and develop risk management strategies for civil engineering projects.

  • Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.

  • Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.

  • Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.

Technologies & Software

  • Microsoft Access
  • Microsoft Project
  • Bentley GeoPak Bridge
  • Microsoft Word
  • National Instruments LabVIEW
  • Qwen (Alibaba)
  • The Gordian Group PROGEN Online
  • WinTR-55
  • Dassault Systemes SolidWorks
  • Extensible markup language XML
  • ESRI ArcInfo
  • Shell script
  • Supervisory control and data acquisition SCADA software
  • Dassault Systemes Abaqus
  • GT STRUDL
  • DeepSeek
  • Trimble Terramodel
  • ANSYS AI Simulation
  • Formula translation/translator FORTRAN
  • MAYA Nastran
  • Autodesk AutoCAD Civil 3D
  • Cartography software
  • Gemini (Google)
  • Microsoft Office software
  • Autodesk Land Desktop
  • Llama (Meta)
  • Stormwater hydrology software
  • HEC-1
  • Web browser software
  • AutoCAD AI
  • Nova (Amazon)
  • Email software
  • ESRI ArcView
  • The MathWorks MATLAB
  • Bridge design software
  • Perplexity AI
  • Microsoft Excel
  • Road design software
  • Intergraph MGE
  • Hydraulic modeling software
  • Autodesk AutoCAD
  • Microsoft Internet Explorer
  • Trimble SketchUp Pro
  • Cost estimating software
  • Autodesk Revit
  • Bentley InRoads Suite
  • C
  • Scheduling software
  • Procore software
  • Microsoft PowerPoint
  • Oracle JD Edwards EnterpriseOne
  • Hydraulic analysis software
  • SAP software
  • Autodesk AI
  • Trimble Geomatics Office
  • Mathsoft Mathcad
  • Apache Subversion SVN
  • Microsoft Dynamics
  • Finite element analysis FEA software
  • Minitab
  • Graphics software
  • HydroCAD Software Solutions HydroCAD Stormwater Modeling System
  • GitHub Copilot
  • Adobe Acrobat
  • ChatGPT (OpenAI)
  • Oracle Primavera Enterprise Project Portfolio Management
  • Microsoft ActiveX
  • Kimi (Moonshot AI)
  • Gemini Code Assist
  • Bentley STAAD
  • HEC-HMS
  • Microsoft Exchange
  • Verilog
  • PTC Creo Parametric
  • Oracle Business Intelligence Enterprise Edition
  • Eagle Point Site Design
  • Corel WordPerfect Office Suite
  • SmugMug Flickr
  • Claude (Anthropic)
  • Microsoft Outlook
  • Mistral (Mistral AI)
  • Spreadsheet software
  • ESRI ArcGIS software
  • Dassault Systemes CATIA
  • Bentley MicroStation
  • Computer aided design and drafting software CADD
  • Grok (xAI)
  • Bentley Haestad Methods CivilStorm
  • Geographic information system GIS software
  • Microsoft Visual Basic
  • Planimeters
  • Surveying rods
  • Surveying wheels
  • Two way radios
  • Compasses
  • Global positioning system GPS receivers
  • Drafting scales
  • Desktop computers
  • Rhodes arcs
  • Laser levels
  • Anemometers
  • Transit levels
  • Thickness gauges
  • Laptop computers
  • Rolling scales
  • Blueprint copiers
  • Theodolites
  • Steel rules
  • Radar guns
  • Drafting triangles
  • Digital cameras
  • Protractors
  • Traffic counters
  • Measuring tapes
  • Total stations
  • Electronic distance measuring devices
  • Microfilm readers
  • Dividers
  • Precision levels

Alternative Job Titles